MonitoringSchedule

The time that the monitoring schedule was created.

Type: Timestamp

Required: No

The endpoint that hosts the model being monitored.

Type: String

Length Constraints: Maximum length of 63.

Pattern: ^[a-zA-Z0-9](-*[a-zA-Z0-9]){0,62}

Required: No

If the monitoring schedule failed, the reason it failed.

Type: String

Length Constraints: Maximum length of 1024.

Required: No

The last time the monitoring schedule was changed.

Type: Timestamp

Required: No

Summary of information about the last monitoring job to run.

Type: MonitoringExecutionSummary object

Required: No

The Amazon Resource Name (ARN) of the monitoring schedule.

Type: String

Length Constraints: Maximum length of 256.

Pattern: .*

Required: No

Configures the monitoring schedule and defines the monitoring job.

Type: MonitoringScheduleConfig object

Required: No

The name of the monitoring schedule.

Type: String

Length Constraints: Minimum length of 1. Maximum length of 63.

Pattern: ^[a-zA-Z0-9](-*[a-zA-Z0-9]){0,62}$

Required: No

The status of the monitoring schedule. This can be one of the following values.

Type: String

Valid Values: Pending | Failed | Scheduled | Stopped

Required: No

The type of the monitoring job definition to schedule.

Type: String

Valid Values: DataQuality | ModelQuality | ModelBias | ModelExplainability

Required: No

A list of the tags associated with the monitoring schedlue. For more information, see Tagging AWS resources in the AWS General Reference Guide.

Type: Array of Tag objects

Array Members: Minimum number of 0 items. Maximum number of 50 items.

Required: No